Expert network
AI evaluation
AI evaluation expert
Turn careful judgment into clearer standards for AI answers and agent behavior.
Project-based opportunitiesApply to track
The Rubrex expert network
Your expertise.
Better AI.
Join the Rubrex expert network for future AI evaluation projects. Explore 26 specialties and submit your resume for review. These are network applications, not confirmed vacancies.
For engineers, researchers, writers, and subject specialists.
Looking for experts? Post an opportunityHuman judgment / AI quality
A better answer starts
with a better question.
The expert’s lens
01
Is it correct?
Check the facts. Challenge the assumptions.
02
Is it useful?
Judge the answer in its real context.
03
Can we trust it?
Explain the evidence and the limits.
Your judgment becomes the standard.
01 Bring depth in your field
02 Work on real evaluation challenges
03 Help define what good looks like
Find your field
Where your expertise fits.
Apply to a track in our expert network.
We match experience to future project needs.
26 expert tracks
Network applications · No confirmed vacanciesExpert network
Engineering
Software engineering expert
Put generated code, debugging decisions, and software agents to the test.
Project-based opportunitiesApply to track
Expert network
Data & science
Data science & mathematics expert
Check the reasoning behind the numbers, from statistical claims to analytical code.
Project-based opportunitiesApply to track
Expert network
Language
Language & writing expert
Bring context, nuance, and editorial judgment to AI communication.
Project-based opportunitiesApply to track
Expert network
Engineering
Security & privacy expert
Investigate how AI systems handle permissions, sensitive data, and adversarial inputs.
Project-based opportunitiesApply to track
Expert network
Subject expertise
Domain specialist
Help AI handle the details that only someone in your field would know to check.
Project-based opportunitiesApply to track
Expert network
Healthcare
Medical & clinical expert
Assess whether AI-generated medical content reflects clinical evidence, context, and appropriate limits.
Project-based opportunitiesApply to track
Expert network
Healthcare
Nursing expert
Bring practical care experience to the evaluation of AI-generated nursing information.
Project-based opportunitiesApply to track
Expert network
Healthcare
Pharmacy expert
Evaluate the accuracy and limitations of AI-generated medication information.
Project-based opportunitiesApply to track
Expert network
Data & science
Biology & life sciences expert
Examine biological explanations, experimental reasoning, and the evidence behind scientific claims.
Project-based opportunitiesApply to track
Expert network
Data & science
Chemistry expert
Test AI reasoning about chemical concepts, quantitative problems, and experimental evidence.
Project-based opportunitiesApply to track
Expert network
Data & science
Physics expert
Check whether AI explanations and calculations follow the physical principles they claim to use.
Project-based opportunitiesApply to track
Expert network
Business & finance
Economics expert
Assess economic reasoning, causal claims, and interpretations of models and data.
Project-based opportunitiesApply to track
Expert network
Business & finance
Finance & investment research expert
Evaluate financial analysis for sound reasoning, traceable assumptions, and clear risk explanations.
Project-based opportunitiesApply to track
Expert network
Business & finance
Accounting & audit expert
Review AI-generated accounting explanations and financial reporting scenarios with an auditor’s eye.
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Expert network
Law & policy
Legal research expert
Check legal research for accurate sourcing, jurisdictional context, and justified conclusions.
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Expert network
Education & behavior
Education & learning expert
Evaluate whether AI teaching materials are accurate, understandable, and suitable for the learner.
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Expert network
Education & behavior
Psychology & behavioral science expert
Evaluate behavioral claims and psychological explanations with attention to evidence and uncertainty.
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Expert network
Engineering
Mechanical engineering expert
Evaluate AI reasoning about mechanical systems, engineering calculations, and design tradeoffs.
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Expert network
Engineering
Electrical engineering expert
Test AI-generated circuit analysis and explanations of electrical and electronic systems.
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Expert network
Engineering
Civil engineering expert
Bring engineering judgment to AI explanations of structures, materials, and infrastructure planning.
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Expert network
Design & product
Product design & UX expert
Assess AI-generated interfaces and product decisions through usability, accessibility, and user needs.
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Expert network
Design & product
Product management expert
Evaluate product reasoning, prioritization, and the connection between proposed features and user needs.
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Expert network
Business & finance
Marketing & communications expert
Review AI-generated marketing for audience fit, credible claims, and a clear communication strategy.
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Expert network
Language
Translation & localization expert
Evaluate how well AI preserves meaning, tone, and cultural context across languages.
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Expert network
Data & science
Geospatial & GIS expert
Check AI reasoning about maps, spatial data, coordinate systems, and geographic analysis.
Project-based opportunitiesApply to track
Have a different specialty? Explore the domain specialist track
A clear path forward
From expertise to opportunity.
No account needed to apply.
Have your resume ready.
Find your track
Explore the work and choose the specialty that best reflects your experience.
Tell us about yourself
Share your background, availability, and a PDF resume. Review everything before submitting.
Hear from our team
We review your resume and experience against the role requirements and let you know the outcome by email.
These are applications to our expert network, not confirmed vacancies. Project availability, location eligibility, schedule, and compensation are agreed before an assignment.
Before you apply
A little more clarity.
Is this an application for a specific vacancy?
You are applying to an expert track for future project matching. Joining the network does not guarantee an assignment or employment.
Do I need AI experience?
Strong expertise and clear reasoning are a useful starting point. Prior evaluation experience helps, but requirements depend on the assignment. Each track explains the background we are looking for.
What are the pay and working arrangements?
Rates, location eligibility, remote arrangements, expected hours, and engagement terms depend on the project. We agree these with you before work starts. There is no fee to apply.
What happens after I submit?
We will review your resume and experience against the role requirements and let you know the outcome by email. If there is a potential match, we may invite you to discuss your experience or complete a relevant assessment. Review times vary; there is no guaranteed response date.
How is my information handled?
Your application and resume are stored privately in MongoDB Atlas for Rubrex to review and contact you about opportunities. Do not include identity documents, credentials, or confidential client information. You can request correction or removal by emailing evals@rubrex.ai.